Pandas Profiling Report

Dataset statistics

Number of variables	46
Number of observations	5095270
Missing cells	29852079
Missing cells (%)	12.7%
Duplicate rows	5754
Duplicate rows (%)	0.1%
Total size in memory	1.7 GiB
Average record size in memory	368.0 B

Variable types

Categorical	40
Numeric	6

Alerts

`NU_ANO` has constant value "2019"	Constant
Dataset has 5754 (0.1%) duplicate rows	Duplicates
`NO_MUNICIPIO_ESC` has a high cardinality: 5277 distinct values	High cardinality
`NO_MUNICIPIO_PROVA` has a high cardinality: 1692 distinct values	High cardinality
`Q018` is highly correlated with `NU_ANO`	High correlation
`Q006` is highly correlated with `NU_ANO`	High correlation
`TP_ST_CONCLUSAO` is highly correlated with `IN_TREINEIRO` and 6 other fields	High correlation
`IN_TREINEIRO` is highly correlated with `TP_ST_CONCLUSAO` and 6 other fields	High correlation
`Q001` is highly correlated with `NU_ANO`	High correlation
`Q024` is highly correlated with `NU_ANO`	High correlation
`Q022` is highly correlated with `NU_ANO`	High correlation
`TP_LOCALIZACAO_ESC` is highly correlated with `TP_ST_CONCLUSAO` and 2 other fields	High correlation
`Q020` is highly correlated with `NU_ANO`	High correlation
`Q014` is highly correlated with `NU_ANO`	High correlation
`Q012` is highly correlated with `NU_ANO`	High correlation
`Q025` is highly correlated with `NU_ANO`	High correlation
`Q013` is highly correlated with `NU_ANO`	High correlation
`TP_ENSINO` is highly correlated with `IN_TREINEIRO` and 1 other fields	High correlation
`Q017` is highly correlated with `NU_ANO`	High correlation
`Q016` is highly correlated with `NU_ANO`	High correlation
`Q002` is highly correlated with `NU_ANO`	High correlation
`TP_SEXO` is highly correlated with `NU_ANO`	High correlation
`SG_UF_ESC` is highly correlated with `TP_ST_CONCLUSAO` and 3 other fields	High correlation
`TP_ESCOLA` is highly correlated with `TP_ST_CONCLUSAO` and 2 other fields	High correlation
`Q008` is highly correlated with `NU_ANO`	High correlation
`falta` is highly correlated with `NU_ANO`	High correlation
`Q015` is highly correlated with `NU_ANO`	High correlation
`NU_ANO` is highly correlated with `Q018` and 36 other fields	High correlation
`TP_NACIONALIDADE` is highly correlated with `NU_ANO`	High correlation
`Q019` is highly correlated with `NU_ANO`	High correlation
`Q023` is highly correlated with `NU_ANO`	High correlation
`TP_SIT_FUNC_ESC` is highly correlated with `TP_ST_CONCLUSAO` and 2 other fields	High correlation
`Q011` is highly correlated with `NU_ANO`	High correlation
`Q021` is highly correlated with `NU_ANO`	High correlation
`Q009` is highly correlated with `NU_ANO`	High correlation
`TP_DEPENDENCIA_ADM_ESC` is highly correlated with `TP_ST_CONCLUSAO` and 3 other fields	High correlation
`Q003` is highly correlated with `NU_ANO`	High correlation
`Q010` is highly correlated with `NU_ANO`	High correlation
`TP_ESTADO_CIVIL` is highly correlated with `NU_ANO`	High correlation
`SG_UF_PROVA` is highly correlated with `SG_UF_ESC` and 1 other fields	High correlation
`Q004` is highly correlated with `NU_ANO`	High correlation
`Q007` is highly correlated with `NU_ANO`	High correlation
`TP_ENSINO` has 2217073 (43.5%) missing values	Missing
`CO_MUNICIPIO_ESC` has 3947858 (77.5%) missing values	Missing
`NO_MUNICIPIO_ESC` has 3947858 (77.5%) missing values	Missing
`CO_UF_ESC` has 3947858 (77.5%) missing values	Missing
`SG_UF_ESC` has 3947858 (77.5%) missing values	Missing
`TP_DEPENDENCIA_ADM_ESC` has 3947858 (77.5%) missing values	Missing
`TP_LOCALIZACAO_ESC` has 3947858 (77.5%) missing values	Missing
`TP_SIT_FUNC_ESC` has 3947858 (77.5%) missing values	Missing
`TP_COR_RACA` has 103201 (2.0%) zeros	Zeros

Reproduction

Analysis started	2022-04-14 13:02:53.700755
Analysis finished	2022-04-14 13:32:50.318472
Duration	29 minutes and 56.62 seconds
Software version	pandas-profiling v3.1.0
Download configuration	config.json

NU_ANO
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

2019	5095270

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2019
2nd row	2019
3rd row	2019
4th row	2019
5th row	2019

Common Values

Value	Count	Frequency (%)
2019	5095270	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
2019	5095270	100.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

TP_SEXO
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

F	3031822
M	2063448

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	M
2nd row	M
3rd row	F
4th row	F
5th row	F

Common Values

Value	Count	Frequency (%)
F	3031822	59.5%
M	2063448	40.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
f	3031822	59.5%
m	2063448	40.5%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

TP_ESTADO_CIVIL
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

1	4398485
2	395855
0	206800
3	87894
4	6236

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	4398485	86.3%
2	395855	7.8%
0	206800	4.1%
3	87894	1.7%
4	6236	0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	4398485	86.3%
2	395855	7.8%
0	206800	4.1%
3	87894	1.7%
4	6236	0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

TP_COR_RACA
Real number (ℝ_≥0)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.128251103

Minimum	0
Maximum	5
Zeros	103201
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	38.9 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	3
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.017512094
Coefficient of variation (CV)	0.4780977639
Kurtosis	-1.1623697
Mean	2.128251103
Median Absolute Deviation (MAD)	1
Skewness	-0.1019156763
Sum	10844014
Variance	1.035330861
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
3	2364063	46.4%
1	1831779	36.0%
2	648309	12.7%
4	116162	2.3%
0	103201	2.0%
5	31756	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	103201	2.0%
1	1831779	36.0%
2	648309	12.7%
3	2364063	46.4%
4	116162	2.3%
5	31756	0.6%

Value	Count	Frequency (%)
5	31756	0.6%
4	116162	2.3%
3	2364063	46.4%
2	648309	12.7%
1	1831779	36.0%
0	103201	2.0%

TP_NACIONALIDADE
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

1	4950021
2	124332
4	8233
0	6749
3	5935

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	4950021	97.1%
2	124332	2.4%
4	8233	0.2%
0	6749	0.1%
3	5935	0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	4950021	97.1%
2	124332	2.4%
4	8233	0.2%
0	6749	0.1%
3	5935	0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

TP_ST_CONCLUSAO
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

1	2992921
2	1465895
3	616668
4	19786

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	2992921	58.7%
2	1465895	28.8%
3	616668	12.1%
4	19786	0.4%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	2992921	58.7%
2	1465895	28.8%
3	616668	12.1%
4	19786	0.4%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

TP_ESCOLA
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

1	3629376
2	1247262
3	218632

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	3629376	71.2%
2	1247262	24.5%
3	218632	4.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	3629376	71.2%
2	1247262	24.5%
3	218632	4.3%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

TP_ENSINO
Categorical

HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	2217073
Missing (%)	43.5%
Memory size	38.9 MiB

1.0	2864398
2.0	13799

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	2864398	56.2%
2.0	13799	0.3%
(Missing)	2217073	43.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	2864398	99.5%
2.0	13799	0.5%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

IN_TREINEIRO
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

0	4478602
1	616668

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	4478602	87.9%
1	616668	12.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0	4478602	87.9%
1	616668	12.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

CO_MUNICIPIO_ESC
Real number (ℝ_≥0)

MISSING

Distinct	5544
Distinct (%)	0.5%
Missing	3947858
Missing (%)	77.5%
Infinite	0
Infinite (%)	0.0%
Mean	3128667.27

Minimum	1100015
Maximum	5300108
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.9 MiB

Quantile statistics

Minimum	1100015
5-th percentile	1501402
Q1	2314102
median	3148004
Q3	3550308
95-th percentile	5108402
Maximum	5300108
Range	4200093
Interquartile range (IQR)	1236206

Descriptive statistics

Standard deviation	969519.812
Coefficient of variation (CV)	0.3098826843
Kurtosis	-0.1314850572
Mean	3128667.27
Median Absolute Deviation (MAD)	542802
Skewness	0.2435558394
Sum	3.589870369 × 10¹²
Variance	9.399686658 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3550308	52736	1.0%
2304400	29738	0.6%
3304557	27441	0.5%
5300108	21075	0.4%
1302603	16141	0.3%
3106200	14396	0.3%
2927408	13330	0.3%
2611606	12181	0.2%
1501402	11949	0.2%
4106902	11580	0.2%
Other values (5534)	936845	18.4%
(Missing)	3947858	77.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1100015	158	< 0.1%
1100023	716	< 0.1%
1100031	24	< 0.1%
1100049	926	< 0.1%
1100056	99	< 0.1%
1100064	172	< 0.1%
1100072	29	< 0.1%
1100080	55	< 0.1%
1100098	240	< 0.1%
1100106	346	< 0.1%

Value	Count	Frequency (%)
5300108	21075	0.4%
5222302	15	< 0.1%
5222203	18	< 0.1%
5222054	28	< 0.1%
5222005	62	< 0.1%
5221908	14	< 0.1%
5221858	933	< 0.1%
5221809	85	< 0.1%
5221700	86	< 0.1%
5221601	264	< 0.1%

NO_MUNICIPIO_ESC
Categorical

HIGH CARDINALITY
MISSING

Distinct	5277
Distinct (%)	0.5%
Missing	3947858
Missing (%)	77.5%
Memory size	38.9 MiB

São Paulo	52736
Fortaleza	29738
Rio de Janeiro	27441
Brasília	21075
Manaus	16141
Other values (5272)	1000281

Length

Max length	32
Median length	9
Mean length	10.1963314
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14 ?
Unique (%)	< 0.1%

Sample

1st row	Uberlândia
2nd row	Apucarana
3rd row	Alvorada
4th row	Mogi das Cruzes
5th row	Lauro de Freitas

Common Values

Value	Count	Frequency (%)
São Paulo	52736	1.0%
Fortaleza	29738	0.6%
Rio de Janeiro	27441	0.5%
Brasília	21075	0.4%
Manaus	16141	0.3%
Belo Horizonte	14396	0.3%
Salvador	13330	0.3%
Recife	12181	0.2%
Belém	12089	0.2%
Curitiba	11580	0.2%
Other values (5267)	936705	18.4%
(Missing)	3947858	77.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
são	117770	6.3%
do	71375	3.8%
de	70253	3.8%
paulo	54655	2.9%
rio	45007	2.4%
fortaleza	29977	1.6%
janeiro	27441	1.5%
brasília	21254	1.1%
grande	18042	1.0%
da	17548	0.9%
Other values (3949)	1391073	74.6%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

CO_UF_ESC
Real number (ℝ_≥0)

MISSING

Distinct	27
Distinct (%)	< 0.1%
Missing	3947858
Missing (%)	77.5%
Infinite	0
Infinite (%)	0.0%
Mean	31.13281977

Minimum	11
Maximum	53
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.9 MiB

Quantile statistics

Minimum	11
5-th percentile	15
Q1	23
median	31
Q3	35
95-th percentile	51
Maximum	53
Range	42
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	9.665164065
Coefficient of variation (CV)	0.3104493629
Kurtosis	-0.09646923525
Mean	31.13281977
Median Absolute Deviation (MAD)	5
Skewness	0.2724421361
Sum	35722171
Variance	93.4153964
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
35	219426	4.3%
23	112313	2.2%
31	108173	2.1%
33	73086	1.4%
29	70328	1.4%
26	61506	1.2%
41	52788	1.0%
15	46742	0.9%
43	46173	0.9%
21	43497	0.9%
Other values (17)	313380	6.2%
(Missing)	3947858	77.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
11	12069	0.2%
12	5330	0.1%
13	25817	0.5%
14	2203	< 0.1%
15	46742	0.9%
16	6136	0.1%
17	9087	0.2%
21	43497	0.9%
22	24156	0.5%
23	112313	2.2%

Value	Count	Frequency (%)
53	21075	0.4%
52	35546	0.7%
51	18022	0.4%
50	15539	0.3%
43	46173	0.9%
42	34646	0.7%
41	52788	1.0%
35	219426	4.3%
33	73086	1.4%
32	25422	0.5%

SG_UF_ESC
Categorical

HIGH CORRELATION
MISSING

Distinct	27
Distinct (%)	< 0.1%
Missing	3947858
Missing (%)	77.5%
Memory size	38.9 MiB

SP	219426
CE	112313
MG	108173
RJ	73086
BA	70328
Other values (22)	564086

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	MG
2nd row	PR
3rd row	RS
4th row	SP
5th row	BA

Common Values

Value	Count	Frequency (%)
SP	219426	4.3%
CE	112313	2.2%
MG	108173	2.1%
RJ	73086	1.4%
BA	70328	1.4%
PE	61506	1.2%
PR	52788	1.0%
PA	46742	0.9%
RS	46173	0.9%
MA	43497	0.9%
Other values (17)	313380	6.2%
(Missing)	3947858	77.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
sp	219426	19.1%
ce	112313	9.8%
mg	108173	9.4%
rj	73086	6.4%
ba	70328	6.1%
pe	61506	5.4%
pr	52788	4.6%
pa	46742	4.1%
rs	46173	4.0%
ma	43497	3.8%
Other values (17)	313380	27.3%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

TP_DEPENDENCIA_ADM_ESC
Categorical

HIGH CORRELATION
MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	3947858
Missing (%)	77.5%
Memory size	38.9 MiB

2.0	924338
4.0	164333
1.0	49091
3.0	9650

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	4.0
3rd row	2.0
4th row	2.0
5th row	2.0

Common Values

Value	Count	Frequency (%)
2.0	924338	18.1%
4.0	164333	3.2%
1.0	49091	1.0%
3.0	9650	0.2%
(Missing)	3947858	77.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
2.0	924338	80.6%
4.0	164333	14.3%
1.0	49091	4.3%
3.0	9650	0.8%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

TP_LOCALIZACAO_ESC
Categorical

HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	3947858
Missing (%)	77.5%
Memory size	38.9 MiB

1.0	1105871
2.0	41541

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	1105871	21.7%
2.0	41541	0.8%
(Missing)	3947858	77.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	1105871	96.4%
2.0	41541	3.6%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

TP_SIT_FUNC_ESC
Categorical

HIGH CORRELATION
MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	3947858
Missing (%)	77.5%
Memory size	38.9 MiB

1.0	1144363
4.0	1593
2.0	1258
3.0	198

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	1144363	22.5%
4.0	1593	< 0.1%
2.0	1258	< 0.1%
3.0	198	< 0.1%
(Missing)	3947858	77.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	1144363	99.7%
4.0	1593	0.1%
2.0	1258	0.1%
3.0	198	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

CO_MUNICIPIO_PROVA
Real number (ℝ_≥0)

Distinct	1727
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3088260.601

Minimum	1100015
Maximum	5300108
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.9 MiB

Quantile statistics

Minimum	1100015
5-th percentile	1500800
Q1	2408003
median	3125101
Q3	3549805
95-th percentile	5201108
Maximum	5300108
Range	4200093
Interquartile range (IQR)	1141802

Descriptive statistics

Standard deviation	997757.953
Coefficient of variation (CV)	0.3230808802
Kurtosis	-0.1531684341
Mean	3088260.601
Median Absolute Deviation (MAD)	518901
Skewness	0.2713466131
Sum	1.573552159 × 10¹³
Variance	9.955209329 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3550308	216016	4.2%
3304557	134779	2.6%
5300108	95860	1.9%
2304400	95089	1.9%
2927408	87894	1.7%
3106200	87365	1.7%
1302603	85435	1.7%
1501402	79512	1.6%
2111300	74941	1.5%
2611606	62377	1.2%
Other values (1717)	4076002	80.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1100015	549	< 0.1%
1100023	3755	0.1%
1100049	4219	0.1%
1100056	475	< 0.1%
1100064	496	< 0.1%
1100098	827	< 0.1%
1100106	2577	0.1%
1100114	1636	< 0.1%
1100122	4849	0.1%
1100130	558	< 0.1%

Value	Count	Frequency (%)
5300108	95860	1.9%
5221858	5314	0.1%
5221601	1920	< 0.1%
5221403	4607	0.1%
5220603	1026	< 0.1%
5220454	3213	0.1%
5220207	912	< 0.1%
5220108	1715	< 0.1%
5219753	1395	< 0.1%
5219308	804	< 0.1%

NO_MUNICIPIO_PROVA
Categorical

HIGH CARDINALITY

Distinct	1692
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

São Paulo	216016
Rio de Janeiro	134779
Brasília	95860
Fortaleza	95089
Salvador	87894
Other values (1687)	4465632

Length

Max length	28
Median length	9
Mean length	9.959621767
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Sorocaba
2nd row	Feira de Santana
3rd row	Fortaleza
4th row	Palmas
5th row	Contagem

Common Values

Value	Count	Frequency (%)
São Paulo	216016	4.2%
Rio de Janeiro	134779	2.6%
Brasília	95860	1.9%
Fortaleza	95089	1.9%
Salvador	87894	1.7%
Belo Horizonte	87365	1.7%
Manaus	85435	1.7%
Belém	79512	1.6%
São Luís	74941	1.5%
Recife	62377	1.2%
Other values (1682)	4076002	80.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
são	517467	6.4%
de	324827	4.0%
do	250486	3.1%
rio	222982	2.7%
paulo	220909	2.7%
janeiro	134779	1.7%
brasília	97395	1.2%
fortaleza	95089	1.2%
belo	92077	1.1%
horizonte	90712	1.1%
Other values (1608)	6083619	74.8%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

CO_UF_PROVA
Real number (ℝ_≥0)

Distinct	27
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	30.7330587

Minimum	11
Maximum	53
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.9 MiB

Quantile statistics

Minimum	11
5-th percentile	15
Q1	24
median	31
Q3	35
95-th percentile	52
Maximum	53
Range	42
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	9.947315641
Coefficient of variation (CV)	0.3236682602
Kurtosis	-0.1197349961
Mean	30.7330587
Median Absolute Deviation (MAD)	5
Skewness	0.298780704
Sum	156593232
Variance	98.94908846
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
35	815992	16.0%
31	534627	10.5%
29	395436	7.8%
33	339718	6.7%
23	294984	5.8%
15	279596	5.5%
26	275318	5.4%
43	218472	4.3%
21	218076	4.3%
41	211306	4.1%
Other values (17)	1511745	29.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
11	58639	1.2%
12	38645	0.8%
13	118146	2.3%
14	12958	0.3%
15	279596	5.5%
16	42636	0.8%
17	46249	0.9%
21	218076	4.3%
22	122336	2.4%
23	294984	5.8%

Value	Count	Frequency (%)
53	95860	1.9%
52	169983	3.3%
51	88121	1.7%
50	70393	1.4%
43	218472	4.3%
42	110699	2.2%
41	211306	4.1%
35	815992	16.0%
33	339718	6.7%
32	102273	2.0%

SG_UF_PROVA
Categorical

HIGH CORRELATION

Distinct	27
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

SP	815992
MG	534627
BA	395436
RJ	339718
CE	294984
Other values (22)	2714513

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SP
2nd row	BA
3rd row	CE
4th row	TO
5th row	MG

Common Values

Value	Count	Frequency (%)
SP	815992	16.0%
MG	534627	10.5%
BA	395436	7.8%
RJ	339718	6.7%
CE	294984	5.8%
PA	279596	5.5%
PE	275318	5.4%
RS	218472	4.3%
MA	218076	4.3%
PR	211306	4.1%
Other values (17)	1511745	29.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
sp	815992	16.0%
mg	534627	10.5%
ba	395436	7.8%
rj	339718	6.7%
ce	294984	5.8%
pa	279596	5.5%
pe	275318	5.4%
rs	218472	4.3%
ma	218076	4.3%
pr	211306	4.1%
Other values (17)	1511745	29.7%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q001
Categorical

HIGH CORRELATION

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

E	1308991
B	1135816
C	723518
D	586620
H	444806
Other values (3)	895519

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B
2nd row	C
3rd row	E
4th row	C
5th row	E

Common Values

Value	Count	Frequency (%)
E	1308991	25.7%
B	1135816	22.3%
C	723518	14.2%
D	586620	11.5%
H	444806	8.7%
F	375721	7.4%
A	290615	5.7%
G	229183	4.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
e	1308991	25.7%
b	1135816	22.3%
c	723518	14.2%
d	586620	11.5%
h	444806	8.7%
f	375721	7.4%
a	290615	5.7%
g	229183	4.5%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q002
Categorical

HIGH CORRELATION

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

E	1633692
B	854826
C	686198
D	667415
F	513711
Other values (3)	739428

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B
2nd row	E
3rd row	E
4th row	E
5th row	E

Common Values

Value	Count	Frequency (%)
E	1633692	32.1%
B	854826	16.8%
C	686198	13.5%
D	667415	13.1%
F	513711	10.1%
G	399470	7.8%
A	194625	3.8%
H	145333	2.9%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
e	1633692	32.1%
b	854826	16.8%
c	686198	13.5%
d	667415	13.1%
f	513711	10.1%
g	399470	7.8%
a	194625	3.8%
h	145333	2.9%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q003
Categorical

HIGH CORRELATION

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

C	1203182
A	1092542
B	1079077
D	865524
F	575122

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	B
3rd row	B
4th row	B
5th row	C

Common Values

Value	Count	Frequency (%)
C	1203182	23.6%
A	1092542	21.4%
B	1079077	21.2%
D	865524	17.0%
F	575122	11.3%
E	279823	5.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
c	1203182	23.6%
a	1092542	21.4%
b	1079077	21.2%
d	865524	17.0%
f	575122	11.3%
e	279823	5.5%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q004
Categorical

HIGH CORRELATION

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

B	2204272
D	1023529
A	889104
F	437465
C	349395

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	B
3rd row	C
4th row	D
5th row	C

Common Values

Value	Count	Frequency (%)
B	2204272	43.3%
D	1023529	20.1%
A	889104	17.4%
F	437465	8.6%
C	349395	6.9%
E	191505	3.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
b	2204272	43.3%
d	1023529	20.1%
a	889104	17.4%
f	437465	8.6%
c	349395	6.9%
e	191505	3.8%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q005
Real number (ℝ_≥0)

Distinct	20
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.868090013

Minimum	1
Maximum	20
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.9 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3
median	4
Q3	5
95-th percentile	6
Maximum	20
Range	19
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.480990442
Coefficient of variation (CV)	0.382873831
Kurtosis	5.400695987
Mean	3.868090013
Median Absolute Deviation (MAD)	1
Skewness	1.21053676
Sum	19708963
Variance	2.193332689
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
4	1639448	32.2%
3	1299838	25.5%
5	830392	16.3%
2	645557	12.7%
6	306841	6.0%
1	142014	2.8%
7	128880	2.5%
8	55546	1.1%
9	20920	0.4%
10	14192	0.3%
Other values (10)	11642	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	142014	2.8%
2	645557	12.7%
3	1299838	25.5%
4	1639448	32.2%
5	830392	16.3%
6	306841	6.0%
7	128880	2.5%
8	55546	1.1%
9	20920	0.4%
10	14192	0.3%

Value	Count	Frequency (%)
20	572	< 0.1%
19	132	< 0.1%
18	159	< 0.1%
17	183	< 0.1%
16	331	< 0.1%
15	619	< 0.1%
14	749	< 0.1%
13	1512	< 0.1%
12	2916	0.1%
11	4469	0.1%

Q006
Categorical

HIGH CORRELATION

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

C	1311465
B	1273250
D	499616
E	475568
G	301922
Other values (12)	1233449

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	C
3rd row	B
4th row	E
5th row	G

Common Values

Value	Count	Frequency (%)
C	1311465	25.7%
B	1273250	25.0%
D	499616	9.8%
E	475568	9.3%
G	301922	5.9%
A	232075	4.6%
F	226251	4.4%
H	192912	3.8%
I	143652	2.8%
J	80789	1.6%
Other values (7)	357770	7.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
c	1311465	25.7%
b	1273250	25.0%
d	499616	9.8%
e	475568	9.3%
g	301922	5.9%
a	232075	4.6%
f	226251	4.4%
h	192912	3.8%
i	143652	2.8%
j	80789	1.6%
Other values (7)	357770	7.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q007
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

A	4725052
B	197936
D	130163
C	42119

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
A	4725052	92.7%
B	197936	3.9%
D	130163	2.6%
C	42119	0.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	4725052	92.7%
b	197936	3.9%
d	130163	2.6%
c	42119	0.8%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q008
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

B	3600387
C	1029646
D	274380
E	141446
A	49411

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B
2nd row	B
3rd row	B
4th row	C
5th row	C

Common Values

Value	Count	Frequency (%)
B	3600387	70.7%
C	1029646	20.2%
D	274380	5.4%
E	141446	2.8%
A	49411	1.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
b	3600387	70.7%
c	1029646	20.2%
d	274380	5.4%
e	141446	2.8%
a	49411	1.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q009
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

C	2576656
D	1534163
B	697386
E	246169
A	40896

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	C
2nd row	C
3rd row	B
4th row	C
5th row	D

Common Values

Value	Count	Frequency (%)
C	2576656	50.6%
D	1534163	30.1%
B	697386	13.7%
E	246169	4.8%
A	40896	0.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
c	2576656	50.6%
d	1534163	30.1%
b	697386	13.7%
e	246169	4.8%
a	40896	0.8%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q010
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

A	2897668
B	1757786
C	375812
D	52511
E	11493

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	A
5th row	B

Common Values

Value	Count	Frequency (%)
A	2897668	56.9%
B	1757786	34.5%
C	375812	7.4%
D	52511	1.0%
E	11493	0.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	2897668	56.9%
b	1757786	34.5%
c	375812	7.4%
d	52511	1.0%
e	11493	0.2%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q011
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

A	3953236
B	1032706
C	98012
D	9538
E	1778

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	B
5th row	A

Common Values

Value	Count	Frequency (%)
A	3953236	77.6%
B	1032706	20.3%
C	98012	1.9%
D	9538	0.2%
E	1778	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	3953236	77.6%
b	1032706	20.3%
c	98012	1.9%
d	9538	0.2%
e	1778	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q012
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

B	4794247
C	196882
A	87415
D	13969
E	2757

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B
2nd row	B
3rd row	B
4th row	B
5th row	B

Common Values

Value	Count	Frequency (%)
B	4794247	94.1%
C	196882	3.9%
A	87415	1.7%
D	13969	0.3%
E	2757	0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
b	4794247	94.1%
c	196882	3.9%
a	87415	1.7%
d	13969	0.3%
e	2757	0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q013
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

A	3262348
B	1708106
C	108667
D	13020
E	3129

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	A
5th row	B

Common Values

Value	Count	Frequency (%)
A	3262348	64.0%
B	1708106	33.5%
C	108667	2.1%
D	13020	0.3%
E	3129	0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	3262348	64.0%
b	1708106	33.5%
c	108667	2.1%
d	13020	0.3%
e	3129	0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q014
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

B	2962279
A	2087266
C	43504
D	1737
E	484

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	B
5th row	B

Common Values

Value	Count	Frequency (%)
B	2962279	58.1%
A	2087266	41.0%
C	43504	0.9%
D	1737	< 0.1%
E	484	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
b	2962279	58.1%
a	2087266	41.0%
c	43504	0.9%
d	1737	< 0.1%
e	484	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q015
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

A	4515899
B	572381
C	6135
D	528
E	327

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
A	4515899	88.6%
B	572381	11.2%
C	6135	0.1%
D	528	< 0.1%
E	327	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	4515899	88.6%
b	572381	11.2%
c	6135	0.1%
d	528	< 0.1%
e	327	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q016
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

A	2591648
B	2477890
C	24114
D	1213
E	405

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	A
5th row	B

Common Values

Value	Count	Frequency (%)
A	2591648	50.9%
B	2477890	48.6%
C	24114	0.5%
D	1213	< 0.1%
E	405	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	2591648	50.9%
b	2477890	48.6%
c	24114	0.5%
d	1213	< 0.1%
e	405	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q017
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

A	4970640
B	122228
C	1720
D	389
E	293

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
A	4970640	97.6%
B	122228	2.4%
C	1720	< 0.1%
D	389	< 0.1%
E	293	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	4970640	97.6%
b	122228	2.4%
c	1720	< 0.1%
d	389	< 0.1%
e	293	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q018
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

A	4122588
B	972682

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
A	4122588	80.9%
B	972682	19.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	4122588	80.9%
b	972682	19.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q019
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

B	3519448
C	909125
D	286892
A	251152
E	128653

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	B
3rd row	B
4th row	C
5th row	B

Common Values

Value	Count	Frequency (%)
B	3519448	69.1%
C	909125	17.8%
D	286892	5.6%
A	251152	4.9%
E	128653	2.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
b	3519448	69.1%
c	909125	17.8%
d	286892	5.6%
a	251152	4.9%
e	128653	2.5%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q020
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

A	3546388
B	1548882

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
A	3546388	69.6%
B	1548882	30.4%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	3546388	69.6%
b	1548882	30.4%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q021
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

A	3982985
B	1112285

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	B
5th row	A

Common Values

Value	Count	Frequency (%)
A	3982985	78.2%
B	1112285	21.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	3982985	78.2%
b	1112285	21.8%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q022
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

C	1595029
D	1386256
B	1085417
E	919229
A	109339

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	C
2nd row	E
3rd row	C
4th row	D
5th row	C

Common Values

Value	Count	Frequency (%)
C	1595029	31.3%
D	1386256	27.2%
B	1085417	21.3%
E	919229	18.0%
A	109339	2.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
c	1595029	31.3%
d	1386256	27.2%
b	1085417	21.3%
e	919229	18.0%
a	109339	2.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q023
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

A	3891775
B	1203495

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	A
5th row	B

Common Values

Value	Count	Frequency (%)
A	3891775	76.4%
B	1203495	23.6%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	3891775	76.4%
b	1203495	23.6%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q024
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

A	2345467
B	2202984
C	384607
D	114655
E	47557

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	C
2nd row	A
3rd row	A
4th row	B
5th row	B

Common Values

Value	Count	Frequency (%)
A	2345467	46.0%
B	2202984	43.2%
C	384607	7.5%
D	114655	2.3%
E	47557	0.9%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	2345467	46.0%
b	2202984	43.2%
c	384607	7.5%
d	114655	2.3%
e	47557	0.9%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q025
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

B	3954805
A	1140465

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B
2nd row	B
3rd row	B
4th row	B
5th row	B

Common Values

Value	Count	Frequency (%)
B	3954805	77.6%
A	1140465	22.4%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
b	3954805	77.6%
a	1140465	22.4%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

falta
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.9 MiB

0	3704302
1	1390968

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	3704302	72.7%
1	1390968	27.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0	3704302	72.7%
1	1390968	27.3%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Cramér's V (φc)

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	NU_ANO	TP_SEXO	TP_ESTADO_CIVIL	TP_COR_RACA	TP_NACIONALIDADE	TP_ST_CONCLUSAO	TP_ESCOLA	TP_ENSINO	CO_MUNICIPIO_ESC	NO_MUNICIPIO_ESC	CO_UF_ESC	SG_UF_ESC	TP_DEPENDENCIA_ADM_ESC	TP_LOCALIZACAO_ESC	TP_SIT_FUNC_ESC	CO_MUNICIPIO_PROVA	NO_MUNICIPIO_PROVA	CO_UF_PROVA	SG_UF_PROVA	Q001	Q002	Q003	Q004	Q005	Q006	Q007	Q008	Q009	Q010	Q011	Q012	Q013	Q014	Q015	Q016	Q017	Q018	Q019	Q020	Q021	Q022	Q023	Q024	Q025	falta
0	2019	M	1	3	1	1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3552205	Sorocaba	35	SP	B	B	A	A	2	A	A	B	C	A	A	B	A	A	A	A	A	A	A	A	A	C	A	C	B	1
1	2019	M	1	1	1	1	1	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2910800	Feira de Santana	29	BA	C	E	B	B	4	C	A	B	C	A	A	B	A	A	A	A	A	A	B	A	A	E	A	A	B	1
2	2019	F	1	3	1	1	1	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2304400	Fortaleza	23	CE	E	E	B	C	2	B	A	B	B	A	A	B	A	A	A	A	A	A	B	A	A	C	A	A	B	1
3	2019	F	1	1	1	1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1721000	Palmas	17	TO	C	E	B	D	4	E	A	C	C	A	B	B	A	B	A	A	A	A	C	A	B	D	A	B	B	0
4	2019	F	1	1	1	1	1	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3118601	Contagem	31	MG	E	E	C	C	3	G	A	C	D	B	A	B	B	B	A	B	A	A	B	A	A	C	B	B	B	0
5	2019	M	2	2	1	1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5107602	Rondonópolis	51	MT	B	B	C	B	7	E	A	B	D	A	C	B	A	B	A	B	A	A	B	A	A	E	A	B	B	0
6	2019	F	1	3	1	1	1	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2924009	Paulo Afonso	29	BA	E	B	C	B	3	B	A	B	B	A	A	B	A	A	A	A	A	A	B	A	A	B	A	A	A	0
7	2019	M	1	3	1	1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3550308	São Paulo	35	SP	E	B	B	B	2	D	A	B	C	A	A	B	B	B	A	B	A	A	B	A	A	C	A	A	B	1
8	2019	F	1	1	1	1	1	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3550308	São Paulo	35	SP	B	C	C	F	6	C	A	B	C	A	A	B	B	A	A	B	A	A	B	A	A	B	B	A	A	1
9	2019	M	1	1	1	2	2	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3550308	São Paulo	35	SP	E	E	B	B	5	F	A	B	C	B	A	B	B	B	A	B	A	A	B	A	B	C	B	B	B	0

Last rows

	NU_ANO	TP_SEXO	TP_ESTADO_CIVIL	TP_COR_RACA	TP_NACIONALIDADE	TP_ST_CONCLUSAO	TP_ESCOLA	TP_ENSINO	CO_MUNICIPIO_ESC	NO_MUNICIPIO_ESC	CO_UF_ESC	SG_UF_ESC	TP_DEPENDENCIA_ADM_ESC	TP_LOCALIZACAO_ESC	TP_SIT_FUNC_ESC	CO_MUNICIPIO_PROVA	NO_MUNICIPIO_PROVA	CO_UF_PROVA	SG_UF_PROVA	Q001	Q002	Q003	Q004	Q005	Q006	Q007	Q008	Q009	Q010	Q011	Q012	Q013	Q014	Q015	Q016	Q017	Q018	Q019	Q020	Q021	Q022	Q023	Q024	Q025	falta
5095260	2019	F	1	1	1	2	2	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3550308	São Paulo	35	SP	E	E	B	B	3	B	A	B	B	A	A	B	A	A	A	A	A	A	B	A	A	B	A	A	A	0
5095261	2019	F	0	3	1	1	1	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5008305	Três Lagoas	50	MS	H	G	F	F	4	B	A	A	B	A	A	A	A	A	A	A	A	A	B	A	A	B	A	A	A	1
5095262	2019	F	2	1	1	1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3304557	Rio de Janeiro	33	RJ	C	B	C	B	2	E	A	B	B	B	A	B	A	B	A	B	A	B	B	A	A	C	A	B	B	1
5095263	2019	F	2	3	1	1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1501303	Barcarena	15	PA	H	E	F	B	3	E	A	B	C	A	A	B	B	A	A	A	A	A	B	B	A	C	A	B	A	0
5095264	2019	F	1	3	1	2	2	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3534401	Osasco	35	SP	H	E	C	F	3	D	A	B	C	B	A	B	B	B	A	B	A	A	C	B	A	D	A	B	B	0
5095265	2019	F	4	3	1	1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5300108	Brasília	53	DF	E	B	C	F	4	C	A	B	C	A	A	B	A	B	B	B	A	A	B	A	A	B	B	A	B	1
5095266	2019	M	1	3	1	1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1302603	Manaus	13	AM	C	F	A	D	7	C	A	B	C	A	A	B	A	B	B	A	A	A	B	B	A	E	A	A	B	1
5095267	2019	M	0	0	1	1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4302105	Bento Gonçalves	43	RS	E	E	D	D	3	C	A	B	C	B	A	B	A	B	A	A	A	A	B	A	A	C	B	B	B	1
5095268	2019	M	0	0	1	1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4302105	Bento Gonçalves	43	RS	H	C	F	F	3	A	A	B	C	A	A	B	B	B	A	B	A	A	C	B	B	A	A	A	B	1
5095269	2019	F	0	0	1	1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4302105	Bento Gonçalves	43	RS	H	H	F	F	3	C	A	B	C	B	A	B	A	B	A	A	A	A	B	A	A	B	B	B	B	1

Most frequently occurring

	NU_ANO	TP_SEXO	TP_ESTADO_CIVIL	TP_COR_RACA	TP_NACIONALIDADE	TP_ST_CONCLUSAO	TP_ESCOLA	TP_ENSINO	CO_MUNICIPIO_ESC	NO_MUNICIPIO_ESC	CO_UF_ESC	SG_UF_ESC	TP_DEPENDENCIA_ADM_ESC	TP_LOCALIZACAO_ESC	TP_SIT_FUNC_ESC	CO_MUNICIPIO_PROVA	NO_MUNICIPIO_PROVA	CO_UF_PROVA	SG_UF_PROVA	Q001	Q002	Q003	Q004	Q005	Q006	Q007	Q008	Q009	Q010	Q011	Q012	Q013	Q014	Q015	Q016	Q017	Q018	Q019	Q020	Q021	Q022	Q023	Q024	Q025	# duplicates
5338	2019	M	1	3	1	2	2	1.0	2312403.0	São Gonçalo do Amarante	23.0	CE	2.0	1.0	1.0	2312403	São Gonçalo do Amarante	23	CE	D	D	B	B	5	B	A	B	C	A	A	B	A	A	A	A	A	A	B	A	A	B	A	A	A	104
2575	2019	F	1	3	1	2	2	1.0	2312403.0	São Gonçalo do Amarante	23.0	CE	2.0	1.0	1.0	2312403	São Gonçalo do Amarante	23	CE	D	D	B	B	5	B	A	B	C	A	A	B	A	A	A	A	A	A	B	A	A	B	A	A	A	87
1569	2019	F	1	3	1	2	2	1.0	2303709.0	Caucaia	23.0	CE	2.0	1.0	1.0	2303709	Caucaia	23	CE	B	B	A	B	4	B	A	B	B	A	A	B	A	A	A	A	A	A	B	A	A	B	A	A	A	71
4455	2019	M	1	3	1	2	2	1.0	2303709.0	Caucaia	23.0	CE	2.0	1.0	1.0	2303709	Caucaia	23	CE	B	B	A	B	4	B	A	B	B	A	A	B	A	A	A	A	A	A	B	A	A	B	A	A	A	68
4833	2019	M	1	3	1	2	2	1.0	2304954.0	Guaiúba	23.0	CE	2.0	1.0	1.0	2309706	Pacatuba	23	CE	B	B	A	A	5	B	A	B	B	A	A	B	A	A	A	A	A	A	B	A	A	B	A	A	A	55
2048	2019	F	1	3	1	2	2	1.0	2304954.0	Guaiúba	23.0	CE	2.0	1.0	1.0	2309706	Pacatuba	23	CE	B	B	A	A	5	B	A	B	B	A	A	B	A	A	A	A	A	A	B	A	A	B	A	A	A	54
3405	2019	M	0	0	1	2	2	1.0	2302206.0	Beberibe	23.0	CE	2.0	1.0	1.0	2302206	Beberibe	23	CE	H	H	F	F	4	C	A	B	B	A	A	B	A	A	A	A	A	A	B	A	A	B	A	A	B	51
4821	2019	M	1	3	1	2	2	1.0	2304707.0	Granja	23.0	CE	2.0	1.0	1.0	2304707	Granja	23	CE	D	D	A	A	4	A	A	B	B	A	A	B	A	A	A	A	A	A	B	A	A	A	A	A	A	51
1918	2019	F	1	3	1	2	2	1.0	2304400.0	Fortaleza	23.0	CE	2.0	1.0	1.0	2304400	Fortaleza	23	CE	H	H	B	B	3	B	A	B	B	A	A	B	A	A	A	A	A	A	B	A	A	B	A	A	A	47
9	2019	F	0	0	1	2	2	1.0	2302206.0	Beberibe	23.0	CE	2.0	1.0	1.0	2302206	Beberibe	23	CE	H	H	F	F	4	C	A	B	B	A	A	B	A	A	A	A	A	A	B	A	A	B	A	A	B	46

Overview

Variables

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script